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An introduction to the a posteriori error analysis of parabolic partial differential equations

Published: October 31, 2025 | arXiv ID: 2511.00245v1

By: Iain Smears

Potential Business Impact:

Finds errors in computer simulations faster.

Business Areas:
A/B Testing Data and Analytics

This article provides a brief introduction to the a posteriori error analysis of parabolic partial differential equations, with an emphasis on challenges distinct from those of steady-state problems. Using the heat equation as a model problem, we examine the crucial influence of the choice of error norm, as well as the choice of notion of reconstruction of the discrete solution, on the analytical properties of the resulting estimators, especially in terms of the efficiency of the estimators.

Page Count
41 pages

Category
Mathematics:
Numerical Analysis (Math)